A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

• Enter plan mode for ANY non-trivial task (3+ steps or architectural decisions)
• If something goes sideways, STOP and re-plan immediately - don't keep pushing
• Use plan mode for verification steps, not just building
• Write detailed specs upfront to reduce ambiguity

• Use subagents liberally to keep main context window clean

Disclaimer: ChatGPT generated document.

WinDbg (Windows Debugger) is a powerful debugging tool for Windows that can be used for kernel-mode and user-mode debugging, crash dump analysis, reverse engineering, and performance analysis.

This guide will cover:

• Shige Discord

• Shige Twitch

Credit Circle People for old skins

start new:

tmux

start new with session name:

tmux new -s myname

Run the following commands as root or user with sudo access to update the packages list and install the prerequisites: To install the Development Tools packages, run the following command as root or user with sudo privileges :

$ sudo apt update
$ sudo apt-get upgrade -y
$ sudo apt-get dist-upgrade -y
$ sudo apt-get install build-essential software-properties-common manpages-dev -y
$ sudo add-apt-repository ppa:ubuntu-toolchain-r/test -y
$ sudo apt-get update -y

Remove this condition "when": "workspacePlatform == windows"

%USERPROFILE%\.cursor\extensions\ms-vscode.cpptools-1.23.5-win32-x64\package.json

    "type": "cppvsdbg",
    "label": "C++ (Windows)",
    "when1": "workspacePlatform == windows",